Appendix — GyroFrame Cognitive Governance and Pre-Task Operational States Applied - extension to "The Zen Collins Effect"

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Authors: Antonio Quinto, Computational Contributor ChatGPT
Cited by: 0

Abstract

This appendix describes an empirically tested cognitive operating system whose interpretative theory is still under consolidation.Its purpose is not to provide a definitive causal explanation of the observed phenomena, but to document a set of reproducible, measurable, and governable effects arising from the sustained use of a cognitive governance system applied to large language models (LLMs).In line with an engineering and applied research tradition, operational evidence is presented as preceding theoretical formalization, rather than the opposite.

Fields of Study & Subjects

Human-Automation Interaction and Safety Team Dynamics and Performance Cognitive Computing and Networks

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
2 January 2026
Language
EN